14.11.2017 1 VIII. Urban climate classificalion, Local Climate Zones URBAN CLIMATOLOGY 8.1 Urban Climate Classification Chandler (1965) , Climatic Regions of London Topoclimatic regions of Brno (Quitt 1977) Synthetic map of temperature, moisture and wind conditions in Brno. 8.1 Urban Climate Classification Urban climate classification using Cluster analysis Iteration algorithm - from initial position of typical LCZ „training sites“ it searches repeatedly for the most similar parts (cells) of multidimensional feature space Feature space - axes defined with typical characteristics used for separation of LCZ Database (feature space) Brno Albedo Roughness Buildings density Density of dwellers Elevation model NDVI Slope orientation Relative number of residential houses Land use category 14.11.2017 2 Classifications of Brno Climate (Stráník 2014) Clusters are usually aggregated to individual classes Urban Climate zones (Oke 2004) 8.2 Concept of the Local Climate Zones (LCZ) • Until recently, there was no universal approach to describe and characterize the physical nature of cities for urban climatologists. • Much of the existing terminology was not transferable across cultural and geographical regions. • To help standardize methods of observation and documentation in urban heat island studies, Stewart and Oke (2012) developed the Local Climate Zone (LCZ) classification scheme. Local Climate Zones classification system Local Climate Zones, Oke and Stewart (2009) Local Climate Zones classification system • Local climate zones are formally defined as regions of uniform surface cover, structure, material, and human activity that span hundreds of meters to several kilometers in horizontal scale. • Each LCZ exhibits a characteristic geometry and land cover that results in characteristic screenheight temperature regime that is most apparent over dry surfaces, on calm, clear nights, and in areas of simple relief. • LCZ scheme consists of 17 standard LCZs, of which 15 are defined by surface structure and cover and 2 by construction materials and anthropogenic heat emissions. The standard set is divided into “built types”(1–10), and “land cover types”(A–G ) Local Climate Zones classification system There are several methods how to define LCZ: • Method based on automatic classification of satellite imagery (WUDAPT, Bechtel et al.) • GIS method using geo-database and a set of logical rules in the form of decision tree 14.11.2017 3 LCZs classification algorithms • WUDAPT (World Urban Database and Access Portal Tool) – automatic classification of multi-source satellite images LCZs classification algorithms • GIS and map algebra, decision trees Brno - LCZs LCZs of Brno (left) and Land Surface Temperature fields derived from LANDSAT 8 and TERRAASTER thermal images LCZs of Brno Statistical description of land surface temperatures (LST) in individual LCZs in Brno area for two different dates (left). Blue points in right indicate no statistical difference in LST of corresponding zones 8.3 Final remarks and questions 1. Why is simple Urban – rural division insufficient in urban climatology? 2. What were the main reasons to create LCZ classification scheme in urban climatology? 3. How can be LCZs used for mitigation negative effects of UHI and heat waves? 4. How can be LCZ useful e.g. to architects, planners, ecologists, and engineers?